{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9a0ed198-6f5e-45dc-8a32-9273640dd563",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Setup OpenAI Agent\n",
    "import os\n",
    "\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"\n",
    "\n",
    "from llama_index.core.agent.workflow import FunctionAgent\n",
    "from llama_index.llms.openai import OpenAI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "96f222e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.tools.duckduckgo import DuckDuckGoSearchToolSpec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "447e016d",
   "metadata": {},
   "outputs": [],
   "source": [
    "agent = FunctionAgent(\n",
    "    tools=DuckDuckGoSearchToolSpec().to_tool_list(),\n",
    "    llm=OpenAI(model=\"gpt-4.1\"),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "943e749c",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(await agent.run(\"Who is Goethe?\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4d46804f",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(await agent.run(\"Give me a quote of Goethe (Deutsch)?\"))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3"
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 },
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